Blog
The Bus Factor Problem in Integration Systems
Learn how integration systems quietly become one-person knowledge traps, and what it actually takes to fix it.
Edge AI Is 80% Plumbing, 20% Intelligence
Learn how manufacturers are turning Edge AI pilots into production reality, and why the plumbing matters more than the model.
How to Build an MQTT-to-InfluxDB Data Pipeline (2026)
Learn how to build a reliable MQTT-to-InfluxDB data pipeline using FlowFuse and Node-RED, with no custom scripts required.
Modbus TCP vs Modbus RTU: Reliability, Latency, and Failure Modes
A practical engineering guide to choosing between Modbus RTU and Modbus TCP, covering real latency numbers and failure modes.
Building an AI Vibration Anomaly Detector for Industrial Motors
Learn how to monitor industrial motors continuously, train a custom autoencoder on healthy vibration data, and deploy real-time anomaly detection in Node-RED.
CAN Bus & CAN Network Explained: Protocol, Frames & Setup
What is CAN bus? How the CAN network and protocol work, frame structure and arbitration explained, plus a hands-on SocketCAN + FlowFuse tutorial.
FlowFuse 2.27: Integrated Editor in Remote Instances & Context-Aware FlowFuse Expert
FlowFuse 2.27 improves Remote workflows, simplifies rollback in developer mode, and adds a context-aware FlowFuse Expert.
Event-Driven Architecture: 99% of Your System Requests Are Worthless
Learn how Event-Driven Architecture enables real-time responsiveness in manufacturing, replacing request-response models.
Mapping MTConnect Streams for Dashboard Visualization
Learn how to connect FlowFuse to MTConnect agents, parse machine data streams, and build real-time manufacturing dashboards without custom code.
Shop Floor AI: Dead on Arrival Without This
Industrial AI doesn't fail because of bad models, it fails from bad architecture. Learn why signals need context to work.
MQTT vs CoAP: Measure Your Constraints or Pick Wrong
Learn whether MQTT or CoAP fits your IoT deployment based on device constraints, power budgets, and network architecture.Agentic AI Reads OPC UA Servers So You Don't Have To
Learn how agentic AI transforms OPC UA server investigations, automating data access, analysis, and root cause detection.
Why Modbus Refuses to Die
Learn why Modbus, a 47-year-old protocol with zero security, still dominates industrial automation despite billions invested in modern alternatives
MQTT vs OPC UA: Why This Question Never Has a Straight Answer
MQTT vs OPC UA isn't a real choice; they solve different problems. Learn when to use each protocol based on your actual requirements, not vendor marketing.
Beyond Kepware: Why Modern Industrial Connectivity Demands a Second Look
Kepware became the default when industrial connectivity was hard. Learn why pricing and ownership changes make it risky now.
FlowFuse 2.26: Bringing access-controls to your MCP nodes
FlowFuse 2.26 brings access controls to your MCP nodes, giving teams finer-grained permissions over AI tool access and use.
What Is a System Integrator? Understanding Manufacturing's Most Misunderstood Role
System integrators connect factory equipment to business systems. Learn what they do and how modern tools are changing the role.
Integrating Git within Node-RED Workflow with FlowFuse
Learn how to integrate Git version control into your Node-RED workflows using FlowFuse's DevOps pipeline stages for better collaboration and change management.
The Node-RED Story: How Visual Programming Escaped the Lab and Conquered Industry
Read how Node-RED evolved from a weekend IBM project into a global phenomenon powering a 4,300+ node community worldwide.